Fig. 2.

Linear classification cannot separate the blue circles from the orange squares in two dimensions (left). By mapping the original linear feature space to a higher dimension, a plane that separates the data into two classes can be found (right) [41]. (For interpretation of the references to color in this figure legend, the reader is referred to the web version of this article).